Description: Interpolation and Extrapolation Optimal Designs 2 : Finite Dimensional General Models, Hardcover by Celant, Giorgio; Broniatowski, Michel, ISBN 1786300540, ISBN-13 9781786300546, Like New Used, Free shipping in the US This book considers various extensions of the topics treated in the first volume of this series, in relation to the class of models and the type of criterion for optimality. The regressors are supposed to belong to a generic finite dimensional Haar linear space, which substitutes for the classical polynomial case. The estimation pertains to a general linear form of the coefficients of the model, extending the interpolation and extrapolation framework; the errors in the model may be correlated, and the model may be heteroscedastic. Non-linear models, as well as multivariate ones, are briefly discussed. Th focuses to a large extent on criteria for optimality, and an entire chapter presents algorithms leading to optimal designs in multivariate models. Elfving’s theory and the theorem of equivalence are presented extensively. The volume presents an account of the theory of the approximation of real valued functions, which makes it self-consistent.
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Book Title: Interpolation and Extrapolation Optimal Designs 2 : Finite Dimens
Number of Pages: 320 Pages
Publication Name: Interpolation and Extrapolation Optimal Designs 2 Vol. 2 : Finite Dimensional General Models
Language: English
Publisher: Wiley & Sons, Incorporated, John
Subject: Structural, General, Applied
Item Height: 0.9 in
Publication Year: 2017
Type: Textbook
Item Weight: 22.4 Oz
Subject Area: Mathematics, Technology & Engineering
Item Length: 9.4 in
Author: Michel Broniatowski, Giorgio Celant
Item Width: 6.1 in
Format: Hardcover